RMS stands for Root Mean Square. It is as much a mathematical concept as an electronic one. With a sine wave RMS is 0.707 of peak voltage. RMS voltage will heat a resistor (dissipate wattage) as an equivalent DC voltage of the same value.

However, this is for a sine wave. For a square wave RMS equals peak voltage. For other waveforms the number will be different.